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lmds

Landmark Multi-Dimensional Scaling

v0.1.0 · Sep 27, 2019 · GPL-3

Description

A fast dimensionality reduction method scaleable to large numbers of samples. Landmark Multi-Dimensional Scaling (LMDS) is an extension of classical Torgerson MDS, but rather than calculating a complete distance matrix between all pairs of samples, only the distances between a set of landmarks and the samples are calculated.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘Matrix’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘Matrix’
  All declared Imports should be used.
OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 7 OK · 7 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘Matrix’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘Matrix’
  All declared Imports should be used.
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Reverse Dependencies (3)

Dependency Network

Dependencies Reverse dependencies assertthat dynutils irlba Matrix SCORPIUS dyndimred dyngen lmds

Version History

new 0.1.0 Mar 9, 2026